Artificial Intelligence Vs Machine Learning Vs Deep Learning Vs Data Science
Pooja Palod
Machine Learning Engineer @Uber |Building Machine Learning Systems |IIT Bombay | AIR 51, Gate CSE 2016
To most people, the terms Artificial Intelligence, Machine Learning , Deep Learning , Data Science seem like interchangeable buzzwords?in the AI world. However this are not same things. Let us understand the fundamental difference between this terms.
Artificial Intelligence(AI) : AI is field of computer science that enables machines to think and behave like human.
Machine Learning(ML) : It is subset of AI. It provides tools /techniques like Supervised, Unsupervised, Semi Supervised Learning and Reinforcement learning to explore and analyze the data.
Deep Learning(DL) : It a subset of ML, and the main idea behind it is to make machines learn by mimicking the human brain.
Data Science(DS): It is multidisciplinary field focused on discovering insights from structured and unstructured data using ML/DL or other techniques.
Entrepreneur
2 年RL is a powerful and versatile approach to machine learning that has the potential to revolutionize a wide range of applications. It is an active area of research, with many ongoing efforts to develop new algorithms and techniques that can address the challenges of RL and make it more effective in real-world scenarios.A very good article to know the concepts ??
AI/ML Researcher | Senior Machine Learning Engineer at Oracle | PhD in Generative AI | Former Data Scientist at Microsoft | GATE All India Rank 12 | IIT-Bombay | Global Talent Visa
2 年Nice initiative (y)